KS
Killer-Skills

prd — Categories.community

v1.0.0
GitHub

About this Skill

Perfect for Development Agents needing structured product requirements documentation generation. A starter kit for building apps using the Ralph methodology — autonomous AI coding loops that ship features while you sleep.

thesobercoder thesobercoder
[4]
[2]
Updated: 2/2/2026

Quality Score

Top 5%
54
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add thesobercoder/ralphzilla

Agent Capability Analysis

The prd MCP Server by thesobercoder is an open-source Categories.community integration for Claude and other AI agents, enabling seamless task automation and capability expansion.

Ideal Agent Persona

Perfect for Development Agents needing structured product requirements documentation generation.

Core Value

Empowers agents to generate detailed Product Requirements Documents using the Ralph methodology, creating clear and actionable implementation plans in Markdown format, saved to `docs/prd.md` files.

Capabilities Granted for prd MCP Server

Generating PRDs from feature descriptions
Creating structured documentation for autonomous AI coding loops
Asking essential clarifying questions for feature implementation

! Prerequisites & Limits

  • Does not implement features, only generates PRD
  • Requires user input for feature description and clarifying questions
Project
SKILL.md
7.5 KB
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8

# Tags

[No tags]
SKILL.md
Readonly

PRD Generator

Create detailed Product Requirements Documents that are clear, actionable, and suitable for implementation.


The Job

  1. Receive a feature description from the user
  2. Ask 3-5 essential clarifying questions (with lettered options)
  3. Generate a structured PRD based on answers
  4. Save to docs/prd.md

Important: Do NOT start implementing. Just create the PRD.


Step 1: Clarifying Questions

Ask only critical questions where the initial prompt is ambiguous. Focus on:

  • Problem/Goal: What problem does this solve?
  • Core Functionality: What are the key actions?
  • Scope/Boundaries: What should it NOT do?
  • Success Criteria: How do we know it's done?

Format Questions Like This:

1. What is the primary goal of this feature?
   A. Improve user onboarding experience
   B. Increase user retention
   C. Reduce support burden
   D. Other: [please specify]

2. Who is the target user?
   A. New users only
   B. Existing users only
   C. All users
   D. Admin users only

3. What is the scope?
   A. Minimal viable version
   B. Full-featured implementation
   C. Just the backend/API
   D. Just the UI

This lets users respond with "1A, 2C, 3B" for quick iteration.


Step 2: PRD Structure

Generate the PRD with these sections:

1. Introduction/Overview

Brief description of the feature and the problem it solves.

2. Goals

Specific, measurable objectives (bullet list).

3. User Stories

Each story needs:

  • Title: Short descriptive name
  • Description: "As a [user], I want [feature] so that [benefit]"
  • Acceptance Criteria: Verifiable checklist of what "done" means

Each story should be small enough to implement in one focused session.

Format:

markdown
1### US-001: [Title] 2 3**Description:** As a [user], I want [feature] so that [benefit]. 4 5**Acceptance Criteria:** 6 7- [ ] Specific verifiable criterion 8- [ ] Another criterion 9- [ ] Typecheck/lint passes 10- [ ] **[UI stories only]** Verify in browser using dev-browser skill

Important:

  • Acceptance criteria must be verifiable, not vague. "Works correctly" is bad. "Button shows confirmation dialog before deleting" is good.
  • For any story with UI changes: Always include "Verify in browser using dev-browser skill" as acceptance criteria. This ensures visual verification of frontend work.

4. Functional Requirements

Numbered list of specific functionalities:

  • "FR-1: The system must allow users to..."
  • "FR-2: When a user clicks X, the system must..."

Be explicit and unambiguous.

5. Non-Goals (Out of Scope)

What this feature will NOT include. Critical for managing scope.

6. Design Considerations (Optional)

  • UI/UX requirements
  • Link to mockups if available
  • Relevant existing components to reuse

7. Technical Considerations (Optional)

  • Known constraints or dependencies
  • Integration points with existing systems
  • Performance requirements

8. Success Metrics

How will success be measured?

  • "Reduce time to complete X by 50%"
  • "Increase conversion rate by 10%"

9. Open Questions

Remaining questions or areas needing clarification.


Writing for Junior Developers

The PRD reader may be a junior developer or AI agent. Therefore:

  • Be explicit and unambiguous
  • Avoid jargon or explain it
  • Provide enough detail to understand purpose and core logic
  • Number requirements for easy reference
  • Use concrete examples where helpful

Archiving Previous PRDs

Before writing a new docs/prd.md, check if there is an existing one from a different feature:

  1. Read the current docs/prd.md if it exists
  2. Check if it's for a different feature than what you're about to create
  3. If different:
    • Extract feature name from PRD title/intro
    • Check if archive folder already exists: look for archive/*-feature-name/
    • If found, use existing folder; if not, create archive/YYYY-MM-DD-feature-name/
    • Copy current docs/prd.md to archive folder
    • Write the new PRD to docs/prd.md

Shared archive folders: Multiple runs of same feature (across dates) share one archive folder. Prevents duplicate archives when PRD skill and task skill run on different days.


Output

  • Format: Markdown (.md)
  • Location: docs/
  • Filename: docs/prd.md

Example PRD

markdown
1# PRD: Task Priority System 2 3## Introduction 4 5Add priority levels to tasks so users can focus on what matters most. Tasks can be marked as high, medium, or low priority, with visual indicators and filtering to help users manage their workload effectively. 6 7## Goals 8 9- Allow assigning priority (high/medium/low) to any task 10- Provide clear visual differentiation between priority levels 11- Enable filtering and sorting by priority 12- Default new tasks to medium priority 13 14## User Stories 15 16### US-001: Add priority field to database 17 18**Description:** As a developer, I need to store task priority so it persists across sessions. 19 20**Acceptance Criteria:** 21 22- [ ] Add priority column to tasks table: 'high' | 'medium' | 'low' (default 'medium') 23- [ ] Generate and run migration successfully 24- [ ] Typecheck passes 25 26### US-002: Display priority indicator on task cards 27 28**Description:** As a user, I want to see task priority at a glance so I know what needs attention first. 29 30**Acceptance Criteria:** 31 32- [ ] Each task card shows colored priority badge (red=high, yellow=medium, gray=low) 33- [ ] Priority visible without hovering or clicking 34- [ ] Typecheck passes 35- [ ] Verify in browser using dev-browser skill 36 37### US-003: Add priority selector to task edit 38 39**Description:** As a user, I want to change a task's priority when editing it. 40 41**Acceptance Criteria:** 42 43- [ ] Priority dropdown in task edit modal 44- [ ] Shows current priority as selected 45- [ ] Saves immediately on selection change 46- [ ] Typecheck passes 47- [ ] Verify in browser using dev-browser skill 48 49### US-004: Filter tasks by priority 50 51**Description:** As a user, I want to filter the task list to see only high-priority items when I'm focused. 52 53**Acceptance Criteria:** 54 55- [ ] Filter dropdown with options: All | High | Medium | Low 56- [ ] Filter persists in URL params 57- [ ] Empty state message when no tasks match filter 58- [ ] Typecheck passes 59- [ ] Verify in browser using dev-browser skill 60 61## Functional Requirements 62 63- FR-1: Add `priority` field to tasks table ('high' | 'medium' | 'low', default 'medium') 64- FR-2: Display colored priority badge on each task card 65- FR-3: Include priority selector in task edit modal 66- FR-4: Add priority filter dropdown to task list header 67- FR-5: Sort by priority within each status column (high to medium to low) 68 69## Non-Goals 70 71- No priority-based notifications or reminders 72- No automatic priority assignment based on due date 73- No priority inheritance for subtasks 74 75## Technical Considerations 76 77- Reuse existing badge component with color variants 78- Filter state managed via URL search params 79- Priority stored in database, not computed 80 81## Success Metrics 82 83- Users can change priority in under 2 clicks 84- High-priority tasks immediately visible at top of lists 85- No regression in task list performance 86 87## Open Questions 88 89- Should priority affect task ordering within a column? 90- Should we add keyboard shortcuts for priority changes?

Checklist

Before saving the PRD:

  • Archived previous PRD (if docs/prd.md exists for a different feature, archive it first)
  • Asked clarifying questions with lettered options
  • Incorporated user's answers
  • User stories are small and specific
  • Functional requirements are numbered and unambiguous
  • Non-goals section defines clear boundaries
  • Saved to docs/prd.md

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